Distributed optimization algorithms for empirical risk minimization.
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DistrOpt

Implementation of several distributed optimization algorithms for empirical risk minimization with convex loss functions.

  • parallel GD
  • parallel AGD
  • ADMM
  • CoCoA+
  • DANE
  • DiSCO